binary logistic regression with intercept with L1 regularization | 6.4 sec | Passed |

binary logistic regression with intercept with L2 regularization | 1.9 sec | Passed |

binary logistic regression with intercept without regularization | 2.5 sec | Passed |

binary logistic regression without intercept with L1 regularization | 4.1 sec | Passed |

binary logistic regression without intercept with L2 regularization | 1.3 sec | Passed |

binary logistic regression without intercept without regularization | 2.7 sec | Passed |

logistic regression with LBFGS | 1.2 sec | Passed |

logistic regression with SGD | 0.48 sec | Passed |

logistic regression with initial weights and non-default regularization parameter | 0.37 sec | Passed |

logistic regression with initial weights with LBFGS | 0.62 sec | Passed |

logistic regression with initial weights with SGD | 0.45 sec | Passed |

model save/load: binary classification | 0.53 sec | Passed |

model save/load: multiclass classification | 0.23 sec | Passed |

multinomial logistic regression with LBFGS | 13 sec | Passed |

numerical stability of scaling features using logistic regression with LBFGS | 3.1 sec | Passed |